Niki Martinel
Scholar

Niki Martinel

Google Scholar ID: tSbe868AAAAJ
Associate Professor, University of Udine
Machine LearningComputer VisionImage RestorationGenerative AI
Citations & Impact
All-time
Citations
2,278
 
H-index
23
 
i10-index
41
 
Publications
20
 
Co-authors
21
list available
Resume (English only)
Academic Achievements
  • - Serving as AC @ CVPR2025;
  • - Paper Accepted at WACV2025;
  • - Paper Published at the Transactions on Image Processing;
  • - Serving as AC @ ECCV2024;
  • - Paper Accepted at the NTIRE Super Resolution (x4) Challenge (ranked among best performing methods) @ CVPR2024;
  • - Paper Accepted at WACV2024.
Research Experience
  • - Associate Professor in Computer Science at the University of Udine;
  • - Visiting Research Scientist at the Video Computing Group, University of California Riverside, under the guidance of Amit K. Roy-Chowdhury;
  • - Assistant Professor (under tenure) at the University of Udine.
Education
  • - Ph.D. in Multimedia Communication, major in Computer Vision, supervised by Christian Micheloni;
  • - Ph.D. in Information Engineering, major in hierarchical learning architectures, supervised by Gian Luca Foresti;
  • - Postdoctoral studies at the Department of Mathematics, Computer Science, and Physics at the University of Udine, supervised by Gian Luca Foresti.
Background
  • Associate Professor in Computer Science at the University of Udine, studying computer vision and machine (deep) learning.
Miscellany
  • Leading the Machine Learning and Perception research group, aiming to develop intelligent systems for real-world challenges.